AgentQL vs ScrapeGraphAI

Detailed side-by-side comparison to help you choose the right tool

AgentQL

🔴Developer

Web Scraping & Browser Automation

Natural-language query layer that lets AI agents extract structured data from any web page without brittle CSS selectors.

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Starting Price

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ScrapeGraphAI

🔴Developer

Web Scraping & Browser Automation

AI-native web scraping API and Python library that extracts structured data from any website without proxies, selectors, or maintenance.

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Starting Price

Custom
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Feature Comparison

Scroll horizontally to compare details.

FeatureAgentQLScrapeGraphAI
CategoryWeb Scraping & Browser AutomationWeb Scraping & Browser Automation
Pricing Plans6 tiers6 tiers
Starting Price
Key Features

      AgentQL - Pros & Cons

      Pros

      • ✓Declarative query language is far less brittle than CSS/XPath
      • ✓Real MCP server means Claude Desktop can scrape directly with no glue code
      • ✓Free 300-call trial and a true $0/mo Starter plan make it cheap to evaluate
      • ✓Remote browser time and proxies are bundled — no separate Bright Data contract
      • ✓Concurrency scales generously on Professional (100 sessions for $99/mo)

      Cons

      • ✗Per-call pricing ($0.02 on Starter) can outrun fixed-fee competitors at high volume
      • ✗Vision/DOM model latency is slower than raw HTTP scrapers on simple static pages
      • ✗Smaller community than Playwright or Crawlee — fewer Stack Overflow answers
      • ✗Enterprise features (dedicated infra, datasets) are quote-only with no public pricing

      ScrapeGraphAI - Pros & Cons

      Pros

      • ✓16k+ stars and active community make it the safest open-source bet in LLM scraping
      • ✓MIT license is a genuine escape hatch — self-host the same code that runs the cloud
      • ✓Schema-first design produces typed output ready to drop into a vector store or DB
      • ✓Official MCP server means Claude Desktop can scrape structured data with zero glue code

      Cons

      • ✗Every page costs LLM tokens, so large crawls get expensive faster than selector-based tools
      • ✗Higher latency per page than a hand-tuned Selenium or Playwright script
      • ✗Aggressive anti-bot defenses still beat any scraper some percentage of the time
      • ✗You bring your own orchestration for very large or scheduled crawls

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      Ready to Choose?

      Read the full reviews to make an informed decision

      Review AgentQLReview ScrapeGraphAI